Bilaal Raja
Equity research · quantitative analysis
Work built from primary sources. The universe, the factor
construction and the validation below are my own, assembled from SEC XBRL
company facts rather than a vendor feed.
Russell 3000 Cross-Section
2,544 companies with computable trailing-twelve-month fundamentals, screened on
35 metrics with sector-neutral percentile ranking and a composite score.
data through 2026-08-20 · rebuilt 24 August 2026
Results Commentary
Management's own discussion of results, extracted from 10-Q and 10-K
filings and matched to the reported figures.
data through 2026-08-20 · rebuilt 24 August 2026
How this was built
Universe construction, point-in-time discipline, metric definitions, and the
thirteen defects found by checking output against reality.
methodology
Built from SEC XBRL company facts and market prices.linkedin.com/in/bilaalraja
© 2026 Bilaal Raja. The universe construction, factor
definitions, analysis and code on this site are my own work and are not licensed
for reuse. The underlying SEC filing data is public domain. Published as a
personal project; nothing here is investment advice or a recommendation to buy
or sell any security.